Text and code for the forthcoming second edition of Think Bayes, by Allen Downey.
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Updated
Mar 30, 2024 - Jupyter Notebook
Text and code for the forthcoming second edition of Think Bayes, by Allen Downey.
Curated list of Python resources for data science.
Bayesian Convolutional Neural Network with Variational Inference based on Bayes by Backprop in PyTorch.
ๅพฎๅๆ ๆๅๆ๏ผๆๆฌๅ็ฑป๏ผๆฏไธ่ฎพ่ฎก้กน็ฎ
Python code snippets from Discrete Mathematics for Computer Science specialization at Coursera
machine learning algorithm
ๅๅ็ฑป็ฎ้ขๆต๏ผไฝฟ็จ Spring Boot ๅผๅๆกๆถๅ Spark MLlib ๆบๅจๅญฆไน ๆกๆถ๏ผ้่ฟ TF-IDF ๅ Bayes ็ฎๆณ๏ผ่ฎญ็ปๅบไธไธชๅๅ็ฑป็ฎ้ขๆตๆจกๅใ่ฏฅๆจกๅๅฏไปฅๆ นๆฎๅๅๅ็งฐ่ชๅจ้ขๆตๅบๅๅ็ฑป็ฎใ้กน็ฎๅฏนๅคๆไพ RESTFul ๆฅๅฃใ
ๆ ๆๅๆใๆๆฌๅ็ฑปใ่ฏๅ ธใbayesใsentiment analysisใTextCNNใclassificationใtensorflowใBERTใCNNใtext classification
RStudio Markdowns about R, Math, Stats, and ML
Detecting Autism Spectrum Disorder in Children With Computerย Vision - Adapting facial recognition models to detect Autism Spectrumย Disorder
loo R package for approximate leave-one-out cross-validation (LOO-CV) and Pareto smoothed importance sampling (PSIS)
General-Purpose MCMC and SMC Samplers and Tools for Bayesian Statistics
Projection predictive variable selection
A Naive Bayes machine learning implementation in Elixir.
Underlying code for the online stats training website.
Clique recycling non-Gaussian (multi-modal) factor graph solver; also see Caesar.jl.
Gauss Naive Bayes in Python From Scratch.
๐๐๐A lookup repo for a variety of discrete and continuous distributions (incl. Beta, Binomial, Cauchy, Chi-squared, Geometric, Hypergeometric, Normal & Poisson)
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